| Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces | Mar 24, 2017 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Signal Restoration and Channel Estimation for Channel Sounding with SDRs | May 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition | Jun 5, 2021 | Meta-LearningTime Series | —Unverified | 0 |
| Fractal properties, information theory, and market efficiency | Jun 23, 2023 | InformativenessTime Series | —Unverified | 0 |
| Signatures Meet Dynamic Programming: Generalizing Bellman Equations for Trajectory Following | Dec 9, 2023 | Model Predictive ControlTime Series | —Unverified | 0 |
| Signatures of brain criticality unveiled by maximum entropy analysis across cortical states | Jan 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Signs in time: Encoding human motion as a temporal image | Aug 6, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Creating Disasters: Recession Forecasting with GAN-Generated Synthetic Time Series Data | Feb 21, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Compact Model for Large-Scale Time Series Forecasting | Feb 28, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora | Jun 4, 2018 | Change Point DetectionTime Series | —Unverified | 0 |
| Creating cloud-free satellite imagery from image time series with deep learning | Nov 1, 2020 | Image GenerationMissing Values | —Unverified | 0 |
| SI-LSTM: Speaker Hybrid Long-short Term Memory and Cross Modal Attention for Emotion Recognition in Conversation | May 4, 2023 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| SILVar: Single Index Latent Variable Models | May 9, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting | Mar 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CRATOS: Cognition of Reliable Algorithm for Time-series Optimal Solution | Mar 3, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| Fractional trends and cycles in macroeconomic time series | May 23, 2020 | Common Sense ReasoningTime Series | —Unverified | 0 |
| HiPPO-KAN: Efficient KAN Model for Time Series Analysis | Oct 19, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Asymmetric excitation of left- and right-tail extreme events probed using a Hawkes model: application to financial returns | Nov 24, 2020 | AttributeTime Series | —Unverified | 0 |
| Similarity Learning for Time Series Classification | Oct 15, 2016 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Similarity measure for Public Persons | Sep 17, 2018 | ArticlesEntity Extraction using GAN | —Unverified | 0 |
| Sinkhorn-Flow: Predicting Probability Mass Flow in Dynamical Systems Using Optimal Transport | Mar 14, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Similarity Preserving Representation Learning for Time Series Clustering | Feb 12, 2017 | ClusteringRepresentation Learning | —Unverified | 0 |
| HiPerformer: Hierarchically Permutation-Equivariant Transformer for Time Series Forecasting | May 14, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting | Mar 30, 2025 | AllBenchmarking | —Unverified | 0 |
| A Multi-View Framework for BGP Anomaly Detection via Graph Attention Network | Dec 23, 2021 | Anomaly Detectionfeature selection | —Unverified | 0 |